Expert profile — Profil d'expert

Generally speaking, my research aims to improve our ability to solve hard computational problems of importance to society and industry, by automating core parts of the scientific design and analysis of algorithms for solving such problems. I recently gave a Google tech talk on this topic; you can watch it on youtube.

Concretely, my research focuses on machine learning and optimization, both in terms of methods and applications. A recent focus of mine is AutoML, which aims to automate various parts of the machine learning pipeline (e.g, model selection and hyperparameter optimization).